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Showing 101–150 of 586 papers

TitleStatusHype
LEVER: Learning to Verify Language-to-Code Generation with ExecutionCode1
Explaining Patterns in Data with Language Models via Interpretable AutopromptingCode1
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix FactorizationCode1
Efficient Passage Retrieval with Hashing for Open-domain Question AnsweringCode1
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation LearningCode1
Conformer-Kernel with Query Term Independence for Document RetrievalCode1
Quality-Aware Decoding for Neural Machine TranslationCode1
KGMEL: Knowledge Graph-Enhanced Multimodal Entity LinkingCode1
Magneto: Combining Small and Large Language Models for Schema MatchingCode1
Constructing and Evaluating Declarative RAG Pipelines in PyTerrierCode1
Pseudo-Relevance Feedback for Multiple Representation Dense RetrievalCode1
Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented GenerationCode1
PyTerrier-GenRank: The PyTerrier Plugin for Reranking with Large Language ModelsCode1
Rider: Reader-Guided Passage Reranking for Open-Domain Question AnsweringCode1
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too!Code1
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross EncodersCode0
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language ModelsCode0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training FrameworkCode0
Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval ModelsCode0
Cost-effective Interactive Attention Learning with Neural Attention ProcessCode0
Neural Reranking for Named Entity RecognitionCode0
On the Structural Memory of LLM AgentsCode0
A Survey of Generative Information RetrievalCode0
MultiConIR: Towards multi-condition Information RetrievalCode0
A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete ReasoningCode0
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual RetrievalCode0
Neural NLG for Methodius: From RST Meaning Representations to TextsCode0
Assessing the Use of Prosody in Constituency Parsing of Imperfect TranscriptsCode0
Modeling Diagnostic Label Correlation for Automatic ICD CodingCode0
MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document RetrievalCode0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
A Sketch-Based System for Semantic ParsingCode0
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRsCode0
A Simple, Fast Diverse Decoding Algorithm for Neural GenerationCode0
Literature Retrieval for Precision Medicine with Neural Matching and Faceted SummarizationCode0
Complexity-Weighted Loss and Diverse Reranking for Sentence SimplificationCode0
Linguistically-Informed Specificity and Semantic Plausibility for Dialogue GenerationCode0
Leveraging Large Pretrained Models for WebNLG 2020Code0
Learning Evaluation Models from Large Language Models for Sequence GenerationCode0
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG taskCode0
Leveraging Label Semantics and Meta-Label Refinement for Multi-Label Question ClassificationCode0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
Prompt-Based LLMs for Position Bias-Aware Reranking in Personalized RecommendationsCode0
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language ModelsCode0
CODER: An efficient framework for improving retrieval through COntextual Document Embedding RerankingCode0
Incremental Beam Manipulation for Natural Language GenerationCode0
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage ResolutionCode0
In-Order Transition-based Constituent ParsingCode0
CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive SummarizationCode0
JointRank: Rank Large Set with Single PassCode0
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